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SOFIA SEARCH: a tool for automating related-work search

Published:20 May 2012Publication History

ABSTRACT

When working on a new project, researchers need to devote a significant amount of time and effort to surveying the relevant literature. This is required in order to gain expertise, evaluate the significance of their work and gain useful insights about a particular scientific domain. While necessary, relevant-work search is also a time-consuming and arduous process, requiring the continuous participation of the user. In this work, we introduce Sofia Search, a tool that fully automates the search and retrieval of the literature related to a topic. Given a seed of papers submitted by the user, Sofia Search searches the Web for candidate related papers, evaluates their relevance to the seed and downloads them for the user. The tool also provides modules for the evaluation and ranking of authors and papers, in the context of the retrieved papers. In the demo, we will demonstrate the functionality of our tool, by allowing users to use it via a simple and intuitive interface.

References

  1. Arnetminer. http://arnetminer.org/.Google ScholarGoogle Scholar
  2. R. Baeza-Yates and B. Ribeiro-Neto. Modern Information Retrieval. ACM Press Books, 2011. Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. D. M. Blei, A. Y. Ng, and M. I. Jordan. Latent dirichlet allocation. J. Mach. Learn. Res., 3:993--1022, Mar. 2003. Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. Dblife. http://dblife.cs.wisc.edu/.Google ScholarGoogle Scholar
  5. Google scholar. http://scholar.google.com/.Google ScholarGoogle Scholar
  6. Mallet. http://mallet.cs.umass.edu/.Google ScholarGoogle Scholar
  7. Microsoft academic search. http://academic.research.microsoft.com/.Google ScholarGoogle Scholar

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  1. SOFIA SEARCH: a tool for automating related-work search

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    • Published in

      cover image ACM Conferences
      SIGMOD '12: Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
      May 2012
      886 pages
      ISBN:9781450312479
      DOI:10.1145/2213836

      Copyright © 2012 ACM

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      • Published: 20 May 2012

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      Acceptance Rates

      SIGMOD '12 Paper Acceptance Rate48of289submissions,17%Overall Acceptance Rate785of4,003submissions,20%

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